• R_資料科學程式設計
  • Introduction
  • week_1
    • 1 Environment Setting
    • 2 Git & GitHub Intro
    • 3 R Basic I
    • week_1 Task
  • week_2
    • 1 R Basic II
    • 2 Markdown
    • 3 R Markdown
    • 4 R Crawler
    • week_2 Task
  • week_3
    • 1 Preprocess the data faster
    • 2 Before we visualize data
    • 3 Plot with basic function
    • 4 Plot with ggplot2 & plotly
    • week_3 Task
  • week_4
    • 1 Scrape with openAPI
    • 2 Visualization Example
    • week_4 Task
  • week_5
    • 1 Exploratory Data Analysis
    • 2 Text Mining - TF-IDF Intro
    • 3 Text Mining - word2vec Intro
    • week_5 Task
  • week_6
  • week_7
    • 1 ML/DL Resources
  • week_8
  • week_9
  • week_10
  • week_11 & 12
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week_10

week_10


本週投影片

Course Links

  • Github Link

Topics List

  1. Apriori

    1. Association Rules and the Apriori Algorithm: A Tutorial(有可愛GIF)

    2. Implementing Apriori Algorithm in R

    3. Apriori實作:

      1. Rule of survival in Titanic PPT & CODE

      2. R筆記–(6)關聯式規則;決策樹(分析鐵達尼號資料)

  2. Decision tree

    1. A Complete Tutorial on Tree Based Modeling from Scratch (in R & Python)

    2. Decision Tree 1: how it works(video, 7 episodes)

    3. Decision tree實作:

      1. R - Decision Tree

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